JOURNAL ARTICLE

Pseudo‐Three‐Dimensional Magnetotelluric Inversion Using Nonlinear Conjugate Gradients

Zuzhi HuXiangyun HuZhanxiang He

Year: 2006 Journal:   Chinese Journal of Geophysics Vol: 49 (4)Pages: 1111-1120   Publisher: Wiley

Abstract

Abstract We propose a nonlinear conjugate gradient algorithm for pseudo‐3‐D MT inversion. The conjugate gradient method is selected as the inversion kernel. When calculating sensitivities matrix, instead of computing 3‐D sensitivities, we compute 1‐D sensitivities. Since the sensitivity elements of non‐stations are zero, which should be non‐negligible values, we adopt a method of approximation. We update sensitivity matrix by the quasi‐Newton method after the first inversion. Pseudo‐3‐D MT inversion can save computational time greatly. Inversion results of a synthetic data set and real data set show that the pseudo‐3‐D MT inversion is reliable and feasible.

Keywords:
Inversion (geology) Conjugate gradient method Magnetotellurics Nonlinear conjugate gradient method Nonlinear system Inverse transform sampling Algorithm Geology Geophysics Computer science Gradient descent Physics Artificial neural network Seismology Artificial intelligence

Metrics

23
Cited By
0.25
FWCI (Field Weighted Citation Impact)
40
Refs
0.59
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Geophysical and Geoelectrical Methods
Physical Sciences →  Earth and Planetary Sciences →  Geophysics
Soil Moisture and Remote Sensing
Physical Sciences →  Environmental Science →  Environmental Engineering
Geophysical Methods and Applications
Physical Sciences →  Engineering →  Ocean Engineering

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